MLNET
NuGet publisher profile
Packages (59)
Microsoft.ML.DataView
Contains the IDataView system which is a set of interfaces and components that provide efficient, compositional processing of schematized data for machine learning and advanced analytics applications.
Microsoft.ML
ML.NET is a cross-platform open-source machine learning framework which makes machine learning accessible to .NET developers.
Microsoft.ML.CpuMath
Microsoft.ML.CpuMath contains optimized math routines for ML.NET.
Microsoft.ML.OnnxRuntime
This package contains native shared library artifacts for all supported platforms of ONNX Runtime.
Microsoft.ML.Tokenizers
Microsoft.ML.Tokenizers contains the implmentation of the tokenization used in the NLP transforms.
Microsoft.Data.Analysis
This package contains easy-to-use and high-performance libraries for data analysis and transformation.
Microsoft.ML.LightGbm
ML.NET component for LightGBM
Microsoft.ML.FastTree
ML.NET component for FastTree
Microsoft.ML.Mkl.Redist
Microsoft.ML.Mkl.Redist contains the MKL library redistributed as a NuGet package.
Microsoft.ML.OnnxRuntime.Gpu
This package contains native shared library artifacts for all supported platforms of ONNX Runtime.
Microsoft.ML.Tokenizers.Data.O200kBase
The Microsoft.ML.Tokenizers.Data.O200kBase includes the Tiktoken tokenizer data file o200k_base.tiktoken, which is utilized by models such as gpt-4o.
Microsoft.ML.Tokenizers.Data.Cl100kBase
The Microsoft.ML.Tokenizers.Data.Cl100kBase class includes the Tiktoken tokenizer data file cl100k_base.tiktoken, which is utilized by models such as GPT-4.
Microsoft.ML.TimeSeries
Microsoft.ML.TimeSeries contains ML.NET Time Series prediction algorithms. Uses Intel Mkl.
Microsoft.ML.ImageAnalytics
ML.NET component for Image support
Microsoft.ML.TensorFlow
Microsoft.ML.TensorFlow contains ML.NET integration of TensorFlow.
Microsoft.ML.OnnxTransformer
ML.NET component for Microsoft.ML.OnnxRuntime.Managed library
Microsoft.ML.Recommender
LIBMF, the core computation library for matrix factorization in ML.NET
Microsoft.ML.Mkl.Components
ML.NET additional learners making use of Intel Mkl.
Microsoft.ML.Vision
Microsoft.ML.Vision contains high level APIs for vision tasks like image classification.
Microsoft.ML.AutoML
ML.NET AutoML: Optimizes an ML pipelineĀ for your dataset, by automatically locating the best feature engineering, model, and hyperparameters
Microsoft.Extensions.ML
An integration package for ML.NET models on scalable web apps and services.
Microsoft.ML.DnnImageFeaturizer.AlexNet
ML.NET component for pretrained AlexNet image featurization
Microsoft.ML.Tokenizers.Data.P50kBase
The Microsoft.ML.Tokenizers.Data.P50kBase includes the Tiktoken tokenizer data file p50k_base.tiktoken, which is utilized by models such as text-davinci-002
Microsoft.ML.DnnImageFeaturizer.ResNet101
ML.NET component for pretrained ResNet101 image featurization
Microsoft.ML.EntryPoints
Microsoft.ML.EntryPoints contains the ML.NET entry point API catalog.
Microsoft.ML.CodeGenerator
ML.NET Code Generator
Microsoft.ML.Probabilistic
Infer.NET is a framework for running Bayesian inference in graphical models. It can also be used for probabilistic programming. This package contains classes and methods needed to execute the inference code.
Microsoft.ML.DnnImageFeaturizer.ResNet50
ML.NET component for pretrained ResNet50 image featurization
Microsoft.ML.DnnImageFeaturizer.ResNet18
ML.NET component for pretrained ResNet18 image featurization
Microsoft.ML.TorchSharp
Microsoft.ML.TorchSharp contains ML.NET integration of TorchSharp.
Microsoft.ML.TensorFlow.Redist
Microsoft.ML.TensorFlow.Redist contains the TensorFlow C library version 1.13.1 redistributed as a NuGet package.
Microsoft.ML.OnnxConverter
ML.NET component for exporting ONNX Models
Microsoft.ML.Probabilistic.Compiler
Infer.NET is a framework for running Bayesian inference in graphical models. It can also be used for probabilistic programming. This package contains the Infer.NET Compiler, which takes model descriptions written using the Infer.NET API and converts them into inference code.
MLNet
A .NET Core command line tool to automatically build, train, and generate an ML.NET model and consumption code.
Microsoft.ML.Ensemble
ML.NET component for Ensembles
Microsoft.ML.Experimental
Microsoft.ML.Experimental contains experimental work such extension methods to access internal methods.
Microsoft.ML.Probabilistic.Learners
Infer.NET is a framework for running Bayesian inference in graphical models. It can also be used for probabilistic programming. This package contains complete machine learning applications including a classifier and a recommender system.
Microsoft.ML.SampleUtils
Sample utils for Microsoft.ML.Samples
mlnet-win-x64
A .NET Core command line tool to automatically build, train, and generate an ML.NET model and consumption code.
Microsoft.ML.OneDal
ML.NET additional learners making use of IntelĀ® oneAPI Data Analytics Library (oneDAL).
mlnet-linux-x64
A .NET Core command line tool to automatically build, train, and generate an ML.NET model and consumption code.
mlnet-osx-x64
A .NET Core command line tool to automatically build, train, and generate an ML.NET model and consumption code.
Microsoft.ML.Tokenizers.Data.R50kBase
The Microsoft.ML.Tokenizers.Data.R50kBase includes the Tiktoken tokenizer data file r50k_base.tiktoken, which is utilized by models such as text-davinci-001
Microsoft.ML.Parquet
ML.NET components for Apache Parquet support.
Microsoft.ML.Tokenizers.Data.Gpt2
The Microsoft.ML.Tokenizers.Data.Gpt2 includes the Tiktoken tokenizer data file gpt2.tiktoken, which is utilized by models such as Gpt-2.
Microsoft.ML.StaticPipe
ML.NET component for a statically typed API.
mlnet-osx-arm64
A .NET Core command line tool to automatically build, train, and generate an ML.NET model and consumption code.
Microsoft.ML.Featurizers
ML.NET featurizers with native code implementation
Microsoft.ML.Probabilistic.Visualizers.Windows
Infer.NET is a framework for running Bayesian inference in graphical models. It can also be used for probabilistic programming. This package contains visualization tools for exploring and analyzing models on Windows platform.
mlnet-linux-arm64
A .NET Core command line tool to automatically build, train, and generate an ML.NET model and consumption code.
mlnet-win-arm64
A .NET Core command line tool to automatically build, train, and generate an ML.NET model and consumption code.
Microsoft.ML.Fairlearn
Package Description
Microsoft.ML.ModelBuilder.CLI.Win64
A .NET Core command line tool to automatically build, train, and generate an ML.NET model and consumption code.
Microsoft.ML.GenAI.Core
Package Description
Microsoft.ML.GenAI.LLaMA
Package Description
Microsoft.ML.GenAI.Mistral
Package Description
Microsoft.ML.ModelBuilder.CLI.OSX
A .NET Core command line tool to automatically build, train, and generate an ML.NET model and consumption code.
Microsoft.ML.GenAI.Phi
Package Description
Microsoft.ML.ModelBuilder.CLI.Linux64
A .NET Core command line tool to automatically build, train, and generate an ML.NET model and consumption code.